Deep Learning Algorithms for the Detection of Suspicious Pigmented Skin Lesions in Primary Care Settings: A Systematic Review and Meta-Analysis.

Early detection of suspicious pigmented skin lesions is crucial for improving the outcomes and survival rates of skin cancers. However, the accuracy of clinical diagnosis by primary care physicians (PCPs) is suboptimal, leading to unnecessary referrals and biopsies. In recent years, deep learning (DL) algorithms have shown promising results in the automated detection and classification of skin lesions. This systematic review and meta-analysis aimed to evaluate the diagnostic performance of DL algorithms for the detection of suspicious pigmented skin lesions in primary care settings. A comprehensive literature search was conducted using electronic databases, including PubMed, Scopus, IEEE Xplore, Cochrane Central Register of Controlled Trials (CENTRAL), and Web of Science. Data from eligible studies were extracted, including study characteristics, sample size, algorithm type, sensitivity, specificity, diagnostic odds ratio (DOR), positive likelihood ratio (PLR), negative likelihood ratio (NLR), and receiver operating characteristic curve analysis. Three studies were included. The results showed that DL algorithms had a high sensitivity (90%, 95% CI: 90-91%) and specificity (85%, 95% CI: 84-86%) for detecting suspicious pigmented skin lesions in primary care settings. Significant heterogeneity was observed in both sensitivity (p = 0.0062, I2 = 80.3%) and specificity (p < 0.001, I2 = 98.8%). The analysis of DOR and PLR further demonstrated the strong diagnostic performance of DL algorithms. The DOR was 26.39, indicating a strong overall diagnostic performance of DL algorithms. The PLR was 4.30, highlighting the ability of these algorithms to influence diagnostic outcomes positively. The NLR was 0.16, indicating that a negative test result decreased the odds of misdiagnosis. The area under the curve of DL algorithms was 0.95, indicating excellent discriminative ability in distinguishing between benign and malignant pigmented skin lesions. DL algorithms have the potential to significantly improve the detection of suspicious pigmented skin lesions in primary care settings. Our analysis showed that DL exhibited promising performance in the early detection of suspicious pigmented skin lesions. However, further studies are needed.

Current Management of Neuroendocrine Tumour Liver Metastases.

PURPOSE OF REVIEW: This article aims to illustrate the current state of investigations and management of liver metastases in patients with Neuroendocrine Neoplasms. Neuroendocrine tumours (NETs) are rising in incidence globally and have become the second most prevalent gastrointestinal malignancy in UK and USA. Frequently, patients have metastatic disease at time of presentation. The liver is the most common site of metastases for gastro-enteropancreatic NETs. Characterisation of liver metastases with imaging is important to ensure disease is not under-staged. RECENT FINDINGS: Magnetic resonance imaging and positron emission tomography are now becoming standard of care for imaging liver metastases. There is an increasing armamentarium of therapies available for management of NETs and loco-regional therapy for liver metastases. The data supporting surgical and loco-regional therapy is reviewed with focus on role of liver transplantation. It is important to use appropriate imaging and classification of NET liver metastases. It is key that decisions regarding approach to treatment is undertaken in a multidisciplinary team and that individualised approaches are considered for management of patients with metastatic NETs.

Evaluating the evidence for a liver shrinkage diet for obese patients prior to laparoscopic cholecystectomy: A systematic review and meta-analysis.

BACKGROUND: The role of a very low-calorie diet (VLCD) before cholecystectomy in obese patients is unclear. This study evaluated whether VLCD could be used as a risk mitigation strategy for this high-risk patient cohort. PATIENTS AND METHODS: A systematic review and meta-analysis was performed (PROSPERO ID CRD42022374610). The primary outcome was to determine the impact of pre-operative VLCD on the operative findings and ease of dissection during laparoscopic cholecystectomy (LC). RESULTS: Two studies were included with a total of 84 patients. VLCD was associated with a significantly easier Calot's dissection (MD: -0.58 (95% confidence interval [CI] [ -1.03, -0.13], P = 0.01) and was associated with a significantly higher rate of pre-operative weight loss (MD; 2.92 (95% CI [2.23, 3.62], P = 0.00001). CONCLUSIONS: The published evidence regarding VLCD before cholecystectomy in obese patients is limited. After acknowledging the limitations of the data, VLCD is associated with a significantly higher rate of weight loss preoperatively and directly impacts the ease of intraoperative dissection of Calot's triangle. Routine use of VLCD should be considered for all obese patients undergoing elective LC.

Endocardial-Epicardial Catheter Ablation Versus Endocardial Catheter Ablation Alone for Ventricular Arrhythmia in Patients With Structural Heart Disease (Meta-Analysis of Reconstructed Time-to-Event Data).

Endocardial-epicardial (Endo-epi) catheter ablation (CA) has been shown to reduce the rate of ventricular arrhythmia (VA) ablation in patients with structural heart disease (SHD). However, the effectiveness of this technique compared with endocardial (Endo) CA alone remains uncertain. This meta-analysis aims to compare the effectiveness of Endo-epi versus Endo alone in reducing the risk of VA recurrence in patients with SHD. We searched PubMed, Embase, and Cochrane Central Register with a comprehensive strategy. We used reconstructed time-to-event data to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for VA recurrence accompanied by at least one Kaplan-Meier curve for ventricular tachycardia recurrence. Our meta-analysis included 11 studies with a total of 977 patients. Endo-epi had a significantly lower risk of VA recurrence compared with those treated with Endo alone (HR 0.43, 95% CI 0.32 to 0.57, p <0.001). Subgroup analysis based on the type of cardiomyopathy revealed that patients with arrhythmogenic right ventricular cardiomyopathy and ischemic cardiomyopathy (ICM) benefited significantly from Endo-epi in reducing the risk of VA recurrence (HR 0.835, 0.55 to 0.87, p <0.021). However, there was no significant difference with non-ICM (HR 0.440, 0.55 to 0.87, p <0.33). The analysis of conditional survival showed that patients who remained free of VA recurrence for 5 years after the procedure had a very low probability of developing VA recurrence thereafter. In conclusion, Endo-epi CA is more effective than Endo CA alone in reducing the risk of VA recurrence in patients with SHD, especially those with arrhythmogenic right ventricular cardiomyopathy and ICM.

Serrated polyp detection rate in colonoscopies performed by gastrointestinal fellows.

Background: Clinically significant serrated polyp detection rate (CSSDR) and proximal serrated polyp detection rate (PSDR) have been suggested as the potential quality benchmarks for colonoscopy (CSSDR = 7% and PSDR = 11%) in comparison to the established benchmark adenoma detection rate (ADR). Another emerging milestone is the detection rate of lateral spreading lesions (LSLs). Objectives: This study aimed to evaluate CSSDR, PSDR, ADR, and LSL detection rates among gastrointestinal (GI) fellows performing a colonoscopy. A secondary aim was to evaluate patient factors associated with the detection rates of these lesions. Design and Methods: A retrospective review of 799 colonoscopy reports was performed. GI fellow details, demographic data, and pathology found on colonoscopy were collected. Multiple logistic regression analysis was performed to identify the factors associated with CSSDR, PSDR, ADR, and LSL detection rates. A p value < 0.05 was considered statistically significant. Results: For our patient population, the median age was 58 years; 396 (49.8%) were male and 386 (48.6%) were African American. The 15 GI fellows ranged from first (F1), second (F2), or third (F3) year of training. We found an overall CSSDR of 4.4%, PSDR of 10.5%, ADR of 42.1%, and LSL detection rate of 3.2%. Female gender was associated with CSSDR, while only age was associated with PSDR. GI fellow level of training was associated with LSL detection rate, with the odds of detecting them expected to be four times higher in F2/F3s than F1s. Conclusion: Although GI fellows demonstrated an above-recommended ADR and nearly reached target PSDR, they failed to achieve target CSSDR. Future studies investigating a benchmark for LSL detection rate are needed to quantify if GI fellows are detecting these lesions at adequate rates.

Delayed hemorrhagic gastritis caused by immunotherapy in a patient With metastatic melanoma.

Pembrolizumab is a monoclonal antibody which targets the programmed cell death protein 1 (PD-1) receptor of lymphocytes. It is commonly used to treat many types of malignancies. Immunotherapy-related adverse events are relatively common and include pneumonitis, colitis and hepatitis. A rare side effect of immunotherapy is gastrointestinal (GI) bleeding secondary to hemorrhagic gastritis. Side effects from immunotherapy most commonly occur eight to twelve weeks after initiation of therapy but can vary from days after the first dose to even months later. We present a rare case of a patient with metastatic melanoma who had confirmed immune-mediated hemorrhagic gastritis which occurred after 23 cycles of Pembrolizumab. Biopsies for Heliobacter Pylori (H. pylori) and cytomegalovirus (CMV) were negative. The patient's immunotherapy was discontinued, and he was started on high dose steroids. The symptoms (nausea, vomiting, and abdominal pain) improved dramatically with a long steroid taper. An esophagogastroduodenoscopy (EGD) performed three months after hospital discharge showed improvement in gastric mucosa, but biopsies continued to show evidence of acute and chronic gastritis. As cancer patients continue to live longer with immunotherapy, it is important for all providers to be aware of the less common side effects of newer agents such as pembrolizumab.

Pharmacological Activation of Nrf2 Enhances Functional Liver Regeneration.

BACKGROUND AND AIMS: The transcription factor nuclear factor erythroid 2-related factor 2 (Nrf2) regulates an array of cytoprotective genes, yet studies in transgenic mice have led to conflicting reports on its role in liver regeneration. We aimed to test the hypothesis that pharmacological activation of Nrf2 would enhance liver regeneration. APPROACH AND RESULTS: Wild-type and Nrf2 null mice were administered bardoxolone methyl (CDDO-Me), a potent activator of Nrf2 that has entered clinical development, and then subjected to two-thirds partial hepatectomy. Using translational noninvasive imaging techniques, CDDO-Me was shown to enhance the rate of restoration of liver volume (MRI) and improve liver function (multispectral optoacoustic imaging of indocyanine green clearance) in wild-type, but not Nrf2 null, mice following partial hepatectomy. Using immunofluorescence imaging and whole transcriptome analysis, these effects were found to be associated with an increase in hepatocyte hypertrophy and proliferation, the suppression of immune and inflammatory signals, and metabolic adaptation in the remnant liver tissue. Similar processes were modulated following exposure of primary human hepatocytes to CDDO-Me, highlighting the potential relevance of our findings to patients. CONCLUSIONS: Our results indicate that pharmacological activation of Nrf2 is a promising strategy for enhancing functional liver regeneration. Such an approach could therefore aid the recovery of patients undergoing liver surgery and support the treatment of acute and chronic liver disease.

Dual emission nonionic molecular imprinting conjugated polythiophenes-based paper devices and their nanofibers for point-of-care biomarkers detection.

Enzyme-based assays have been extensively used for the early diagnosis of disease-related biomarkers. However, these assays are time-consuming, resource-intensive, and infrastructure-dependent, which renders them unsuitable and impractical for use in resource-constrained areas. Thus, there is a strong demand for a biocompatible and potentially generalizable sensor that can rapidly detect cancer biomarkers at ultralow concentration. Herein, an enzyme-free, cost-efficient, and easy-to-use assay based on a novel approach that entails fluorescent molecularly imprinting conjugated polythiophenes (FMICPs) for cancer biomarkers detection is developed. The promising conjugated polythiophenes structure, with a PLQY as high as 55%, provides a straightforward, and affordable method for free-enzyme signal generation. More importantly, the feasibility of integrating printed-paper technology with a sensitive and cost-effective smartphone and portable prototype testing device that could be utilized for rapid point-of-care (POC) cancer diagnostics is successfully introduced. Significantly, the unique structure of FMICP nanofibers (FMICP NFs) displays superior performance with enhanced sensitivity that is 80 times higher than that of pristine FMICP. This assay could lower the limits of detection to 15 fg mL-1 and 3.5 fg mL-1 for α-fetoprotein (AFP) and carcinoembryonic antigen (CEA), respectively, which are three orders of magnitude exceeding that of the standard enzyme-based assay. Moreover, the developed sensors are successfully applied to the fast diagnosis of AFP in liver cancer patients and the FMICP and FMICP NFs results are in excellent agreement with those of clinical ELISA.

Combining autologous bone marrow mononuclear cells seeded on collagen sponge with Nano Hydroxyapatite, and platelet-rich fibrin: Reporting a novel strategy for alveolar cleft bone regeneration.

INTRODUCTION: The aim of this study was to examine and assess the use of autologous bone marrow mononuclear cells (BMMNCs) combined with platelet-rich fibrin (PRF) and nanohydroxyapatite for bone regeneration as an effective technique for alveolar cleft repair. PATIENTS AND METHODS: This study included 20 patients with unilateral alveolar cleft defects and with an age range of 8-15 years. They were divided equally into two groups: Group A, received treatment via the regenerative approach which includes; autologous BMMNCs seeded on a collagen sponge in combination with nanohydroxyapatite and autologous PRF. Group B, received the standard alveolar bone grafting with iliac crest bone. The effectiveness of the new technique was evaluated and compared to the standard grafting technique through a 12-month follow-up via clinical and radiographic assessments. RESULTS: During the 12-month follow-up, Group A exhibited less donor site complications, faster and better soft tissue healing, and less postoperative pain, when compared to group B. 90% of the cases in group A, exhibited complete alveolar bone union verses 70% only in group B. CONCLUSION: Combination of BMMNCs, nanohydroxyapatite, and PRF greatly promote bone regeneration in alveolar cleft defects providing an alternative novel therapeutic strategy to the standard alveolar bone grafting.

Dynamic and accurate assessment of acetaminophen-induced hepatotoxicity by integrated photoacoustic imaging and mechanistic biomarkers in vivo.

The prediction and understanding of acetaminophen (APAP)-induced liver injury (APAP-ILI) and the response to therapeutic interventions is complex. This is due in part to sensitivity and specificity limitations of currently used assessment techniques. Here we sought to determine the utility of integrating translational non-invasive photoacoustic imaging of liver function with mechanistic circulating biomarkers of hepatotoxicity with histological assessment to facilitate the more accurate and precise characterization of APAP-ILI and the efficacy of therapeutic intervention. Perturbation of liver function and cellular viability was assessed in C57BL/6J male mice by Indocyanine green (ICG) clearance (Multispectral Optoacoustic Tomography (MSOT)) and by measurement of mechanistic (miR-122, HMGB1) and established (ALT, bilirubin) circulating biomarkers in response to the acetaminophen and its treatment with acetylcysteine (NAC) in vivo. We utilised a 60% partial hepatectomy model as a situation of defined hepatic functional mass loss to compared acetaminophen-induced changes to. Integration of these mechanistic markers correlated with histological features of APAP hepatotoxicity in a time-dependent manner. They accurately reflected the onset and recovery from hepatotoxicity compared to traditional biomarkers and also reported the efficacy of NAC with high sensitivity. ICG clearance kinetics correlated with histological scores for acute liver damage for APAP (i.e. 3h timepoint; r=0.90, P<0.0001) and elevations in both of the mechanistic biomarkers, miR-122 (e.g. 6h timepoint; r=0.70, P=0.005) and HMGB1 (e.g. 6h timepoint; r=0.56, P=0.04). For the first time we report the utility of this non-invasive longitudinal imaging approach to provide direct visualisation of the liver function coupled with mechanistic biomarkers, in the same animal, allowing the investigation of the toxicological and pharmacological aspects of APAP-ILI and hepatic regeneration.

Characterization of Drug-Specific Signaling Between Primary Human Hepatocytes and Immune Cells.

It is now apparent that antigen-specific T-cells are activated in certain patients with drug-induced liver injury (DILI). Since cross-talk between hepatocytes and immune cells is likely to be critical in determining the outcome of drug exposure, the aim of this study was to profile the signals released by drug-treated hepatocytes and to characterize the impact of these molecules on dendritic cells. Human hepatocytes were exposed to 3 drugs (flucloxacillin, amoxicillin, and isoniazid) associated with DILI potentially mediated by the adaptive immune system as drug-specific T-cells have been isolated from DILI patients, and the metabolite nitroso-sulfamethoxazole (SMX-NO). Hepatocyte toxicity, cytokine release and activation of oxidative stress pathways were measured. Supernatants were transferred to monocyte-derived dendritic cells and cell phenotype and function were assessed. High-mobility group box 1 protein (HMGB1) and lactate dehydrogenase release as well as adenosine triphosphate depletion occurred in a drug-, time-, and concentration-dependent manner with SMX-NO and flucloxacillin, whereas isoniazid and amoxicillin were nontoxic. Furthermore, drug-induced activation of nuclear factor (erythroid-derived 2)-like 2 marker genes was observed when hepatocytes were exposed to test drugs. The disulfide isoform of HMGB1 stimulated dendritic cell cytokine release and enhanced the priming of naive T-cells. Incubation of dendritic cells with supernatant from drug-treated hepatocytes resulted in 2 distinct cytokine profiles. SMX-NO/flucloxacillin stimulated secretion of TNF-α, IL-6, IL-1α, and IL-1-ß. Isoniazid which did not induce significant hepatocyte toxicity, compared with SMX-NO and flucloxacillin, stimulated the release of a panel of cytokines including the above and IFN-γ, IL-12, IL-17A, IP-10, and IL-10. Collectively, our study identifies drug-specific signaling pathways between hepatocytes and immune cells that could influence whether drug exposure will result in an immune response and tissue injury.

A multicenter assessment of single-cell models aligned to standard measures of cell health for prediction of acute hepatotoxicity.

Assessing the potential of a new drug to cause drug-induced liver injury (DILI) is a challenge for the pharmaceutical industry. We therefore determined whether cell models currently used in safety assessment (HepG2, HepaRG, Upcyte and primary human hepatocytes in conjunction with basic but commonly used endpoints) are actually able to distinguish between novel chemical entities (NCEs) with respect to their potential to cause DILI. A panel of thirteen compounds (nine DILI implicated and four non-DILI implicated in man) were selected for our study, which was conducted, for the first time, across multiple laboratories. None of the cell models could distinguish faithfully between DILI and non-DILI compounds. Only when nominal in vitro concentrations were adjusted for in vivo exposure levels were primary human hepatocytes (PHH) found to be the most accurate cell model, closely followed by HepG2. From a practical perspective, this study revealed significant inter-laboratory variation in the response of PHH, HepG2 and Upcyte cells, but not HepaRG cells. This variation was also observed to be compound dependent. Interestingly, differences between donors (hepatocytes), clones (HepG2) and the effect of cryopreservation (HepaRG and hepatocytes) were less important than differences between the cell models per se. In summary, these results demonstrate that basic cell health endpoints will not predict hepatotoxic risk in simple hepatic cells in the absence of pharmacokinetic data and that a multicenter assessment of more sophisticated signals of molecular initiating events is required to determine whether these cells can be incorporated in early safety assessment.

The risk of malignancy in ultrasound detected gallbladder polyps: A systematic review.

INTRODUCTION: Gallbladder polyps (GBPs) are a common incidental finding on ultrasound (US) examination. The malignant potential of GBPs is debated, and there is limited guidance on surveillance. This systematic review sought to assess the natural history of ultrasonographically diagnosed GBPs and their malignant potential. METHODS: The keywords: "Gallbladder" AND ("polyp" OR "polypoid lesion") were used to conduct a search in four reference libraries to identify studies which examined the natural history of GBPs diagnosed by US. Twelve studies were eligible for inclusion in this review. RESULTS: Of the 5482 GBPs reported, malignant GBPs had an incidence of just 0.57%. True GBPs had an incidence of 0.60%. Sixty four patients of adenomatous and malignant polyps were reported. Only in one patient was a malignant GBP reported to be <6mm. Risk factors associated with increased risk of malignancy were GBP >6mm, single GBPs, symptomatic GBPs, age >60 years, Indian ethnicity, gallstones and cholecystitis. CONCLUSION: With the reported incidence of GBP malignancy at just 0.57%, a management approach based on risk assessment, clear surveillance planning, and multi disciplinary team (MDT) discussion should be adopted. The utilization of endoscopic ultrasound(EUS) should be Only considered on the grounds of its greater sensitivity and specificity when compared to US scans.

Platelet-Rich Plasma Injection as an Effective Treatment for Temporomandibular Joint Osteoarthritis.

PURPOSE: Emerging evidence has suggested that platelet-rich plasma (PRP) might be of assistance in the treatment of degenerative conditions of the joints. The aim of the present study was to compare the use of PRP and hyaluronic acid (HA) in the treatment of temporomandibular joint (TMJ) osteoarthritis (OA) with long-term follow-up data. PATIENTS AND METHODS: Patients meeting the Research Diagnostic Criteria for TMJ-OA were randomly assigned to 1 of 2 study groups that received either PRP or HA. The outcome variables were maximum nonassisted (voluntary) mouth opening (MVMO), joint sounds, and pain index scores. Other variables, including patient age and gender, were evaluated in relation to the outcomes. Descriptive and bivariate statistics were computed, and the P value was set at .05. RESULTS: A total of 50 patients with TMJ-OA were enrolled in the study (29 women and 21 men, age range 31 to 49 years, mean age 38.6). In group I, 25 patients received 3 injections of 1 mL of PRP. In group II, 25 patients received 3 injections of 1 mL of low-molecular-weight HA. Between-group comparisons of the outcome variables over time revealed significant improvements in group II at 1 and 3 months. At 6 and 12 months, the PRP group exhibited better performance compared with the HA group in terms of the recurrence of pain and joint sounds. The improvements obtained with the PRP injections in group I were maintained during the follow-up period. At the end of the follow-up period, the median MVMO in group I was 41.0 mm. In group II, the median MVMO was 39.0 mm. CONCLUSION: PRP performed better than HA acid in the treatment of TMJ-OA during long-term follow-up in terms of pain reduction and increased interincisal distance. Future studies will focus on the synergistic actions of HA and PRP in the treatment of TMJ-OA.